Search Results for author:
Found 2 papers, 1 papers with code
Cross Modal Data Discovery over Structured and Unstructured Data Lakes
Despite the recent efforts in data discovery, the problem remains widely open especially in the two fronts of (1) discovering relationships and relatedness across structured and unstructured datasets where existing techniques suffer from either scalability, being customized for a specific problem type (e. g., entity matching or data integration), or demolishing the structural properties on its way, and (2) developing a holistic system for integrating various similarity measurements and sketches in an effective way to boost the discovery accuracy.
RetClean: Retrieval-Based Data Cleaning Using Foundation Models and Data Lakes
To assist with this scenario, we developed a custom RoBERTa-based foundation model that can be locally deployed.
Cannot find the paper you are looking for? You can
Submit a new open access paper.
